{"id":"W1968775852","doi":"10.1227/01.neu.0000337597.18599.d3","title":"POTENTIAL ROLE OF 18FLUORODEOXYGLUCOSE–POSITRON EMISSION TOMOGRAPHY/COMPUTED TOMOGRAPHY IN DIFFERENTIATING BENIGN NEUROFIBROMA FROM MALIGNANT PERIPHERAL NERVE SHEATH TUMOR ASSOCIATED WITH NEUROFIBROMATOSIS 1","year":2009,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Neurofibromatosis; Magnetic resonance imaging; Positron emission tomography; Malignancy; Neurofibroma; Malignant peripheral nerve sheath tumor; Radiology; Malignant transformation; Standardized uptake value; Nuclear medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002132983,0.0007668817,0.001492039,0.0008550173,0.0001974588,0.0001309007,0.0002924773,0.00021215,0.00006449445],"category_scores_gemma":[0.0001305143,0.0006595342,0.0007515358,0.001426533,0.0001466002,0.0003460339,0.0001082969,0.0005922918,0.000001980413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005635795,"about_ca_system_score_gemma":0.0001396795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001235003,"about_ca_topic_score_gemma":0.000004757207,"domain_scores_codex":[0.9949443,0.000491823,0.001375995,0.001226454,0.001026714,0.0009347483],"domain_scores_gemma":[0.9974831,0.0003685999,0.0006795481,0.0008236397,0.000174452,0.0004706049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001043011,0.0009095866,0.3674931,0.00004575013,0.00006753972,0.00171762,0.00009113095,0.0000760281,0.6275889,0.0000329359,0.000144153,0.0007902792],"study_design_scores_gemma":[0.00204406,0.002027367,0.840322,0.0009670083,0.0002117348,0.0003473618,0.00003302444,0.003884322,0.1494963,0.0001639934,0.00001524393,0.0004876052],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976336,0.0004399562,0.00005201537,0.0001935298,0.0002637458,0.0006571638,0.0001097067,0.0003398889,0.0003104449],"genre_scores_gemma":[0.9984747,0.00001214737,0.0005291189,0.0004573773,0.000117007,0.00002093846,0.0002168785,0.0001259833,0.00004589544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4780926,"threshold_uncertainty_score":0.9995856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007400474080517798,"score_gpt":0.2059389416724684,"score_spread":0.1985384675919506,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}